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Applied multivariate statistical analysis:

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Main Authors:	Härdle, Wolfgang 1953- (Author), Simar, Léopold (Author)
Format:	Electronic eBook
Language:	English
Published:	Berlin ; Heidelberg Springer [2015]
Edition:	Fourth Edition
Subjects:	Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Wirtschaftstheorie Multivariate Analyse Lehrbuch
Links:	https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 https://doi.org/10.1007/978-3-662-45171-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823354&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823354&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	1 Online-Ressource (xiii, 580 Seiten) Illustrationen, Diagramme
ISBN:	9783662451717
DOI:	10.1007/978-3-662-45171-7

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Record in the Search Index

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adam_text	APPLIED MULTIVARIATE STATISTICAL ANALYSIS / HAERDLE, WOLFGANG KARL : 2015 ABSTRACT / INHALTSTEXT FOCUSING ON HIGH-DIMENSIONAL APPLICATIONS, THIS 4TH EDITION PRESENTS THE TOOLS AND CONCEPTS USED IN MULTIVARIATE DATA ANALYSIS IN A STYLE THAT IS ALSO ACCESSIBLE FOR NON-MATHEMATICIANS AND PRACTITIONERS. IT SURVEYS THE BASIC PRINCIPLES AND EMPHASIZES BOTH EXPLORATORY AND INFERENTIAL STATISTICS; A NEW CHAPTER ON VARIABLE SELECTION (LASSO, SCAD AND ELASTIC NET) HAS ALSO BEEN ADDED. ALL CHAPTERS INCLUDE PRACTICAL EXERCISES THAT HIGHLIGHT APPLICATIONS IN DIFFERENT MULTIVARIATE DATA ANALYSIS FIELDS: IN QUANTITATIVE FINANCIAL STUDIES, WHERE THE JOINT DYNAMICS OF ASSETS ARE OBSERVED; IN MEDICINE, WHERE RECORDED OBSERVATIONS OF SUBJECTS IN DIFFERENT LOCATIONS FORM THE BASIS FOR RELIABLE DIAGNOSES AND MEDICATION; AND IN QUANTITATIVE MARKETING, WHERE CONSUMERS’ PREFERENCES ARE COLLECTED IN ORDER TO CONSTRUCT MODELS OF CONSUMER BEHAVIOR. ALL OF THESE EXAMPLES INVOLVE HIGH TO ULTRA-HIGH DIMENSIONS AND REPRESENT A NUMBER OF MAJOR FIELDS IN BIG DATA ANALYSIS. THE FOURTH EDITION OF THIS BOOK ON APPLIED MULTIVARIATE STATISTICAL ANALYSIS OFFERS THE FOLLOWING NEW FEATURES: A NEW CHAPTER ON VARIABLE SELECTION (LASSO, SCAD AND ELASTIC NET) ALL EXERCISES ARE SUPPLEMENTED BY R AND MATLAB CODE THAT CAN BE FOUND ON WWW.QUANTLET.DE THE PRACTICAL EXERCISES INCLUDE SOLUTIONS THAT CAN BE FOUND IN HAERDLE, W. AND HLAVKA, Z., MULTIVARIATE STATISTICS: EXERCISES AND SOLUTIONS. SPRINGER VERLAG, HEIDELBERG DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. APPLIED MULTIVARIATE STATISTICAL ANALYSIS / HAERDLE, WOLFGANG KARL : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS I DESCRIPTIVE TECHNIQUES: COMPARISON OF BATCHES.-II MULTIVARIATE RANDOM VARIABLES: A SHORT EXCURSION INTO MATRIX ALGEBRA MOVING TO HIGHER DIMENSIONS MULTIVARIATE DISTRIBUTIONS THEORY OF THE MULTINORMAL THEORY OF ESTIMATION HYPOTHESIS TESTING III MULTIVARIATE TECHNIQUES: REGRESSION MODELS VARIABLE SELECTION DECOMPOSITION OF DATA MATRICES BY FACTORS PRINCIPAL COMPONENTS ANALYSIS FACTOR ANALYSIS CLUSTER ANALYSIS DISCRIMINANT ANALYSIS CORRESPONDENCE ANALYSIS CANONICAL CORRELATION ANALYSIS MULTIDIMENSIONAL SCALING CONJOINT MEASUREMENT ANALYSIS APPLICATIONS IN FINANCE COMPUTATIONALLY INTENSIVE TECHNIQUES IV APPENDIX: SYMBOLS AND NOTATIONS DATA DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle	Härdle, Wolfgang 1953- Simar, Léopold Applied multivariate statistical analysis Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd Multivariate Analyse (DE-588)4040708-1 gnd
subject_GND	(DE-588)4056995-0 (DE-588)4079351-5 (DE-588)4040708-1 (DE-588)4123623-3
title	Applied multivariate statistical analysis
title_auth	Applied multivariate statistical analysis
title_exact_search	Applied multivariate statistical analysis
title_full	Applied multivariate statistical analysis Wolfgang Karl Härdle ; Léopold Simar
title_fullStr	Applied multivariate statistical analysis Wolfgang Karl Härdle ; Léopold Simar
title_full_unstemmed	Applied multivariate statistical analysis Wolfgang Karl Härdle ; Léopold Simar
title_short	Applied multivariate statistical analysis
title_sort	applied multivariate statistical analysis
topic	Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd Multivariate Analyse (DE-588)4040708-1 gnd
topic_facet	Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Wirtschaftstheorie Multivariate Analyse Lehrbuch
url	https://doi.org/10.1007/978-3-662-45171-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823354&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823354&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT hardlewolfgang appliedmultivariatestatisticalanalysis AT simarleopold appliedmultivariatestatisticalanalysis

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